Time Entry System
Target Segment: Complex Users (18%) - 6+ WBS codes, 30+ minutes daily
This prototype demonstrates AI-powered assistance for complex time entry scenarios. The AI assistant will automatically appear after 15 minutes of activity (simulated at 30 seconds for demo).
Features will be shipped incrementally to ensure stability and gather user feedback. Each phase targets specific pain points identified in the Complex User segment.
Calendar Sync
Auto-suggest WBS codes from Outlook events
Smart Detection
Identify complex users at 15-min threshold
Pattern Recognition
Learn recurring WBS usage patterns
Bulk Entry Mode
Enter multiple entries with keyboard shortcuts
Time Splitting
Auto-split hours across multiple WBS codes
Voice Input
Hands-free time entry via voice commands
Mobile App
On-the-go entry with offline sync
Auto-Save Drafts
Never lose work with continuous auto-save
Success Metrics:Target 60% reduction in time entry duration for Complex Users (from 30+ min to <12 min) and 25% increase in same-day submission rates by end of Phase 2.